ARTIFICIAL-INTELLIGENCE · 4 WEEKS · 75 LESSONS
AI Orchestration: Running Local LLMs at Scale
Deploy and optimize local LLMs using Rust, Ollama, and modern AI orchestration techniques
Master the art of AI orchestration with local Large Language Models (LLMs). Learn hands-on deployment of Ollama, LlamaFile, and Rust-based AI systems. This comprehensive course covers GPU optimization, model quantization, caching strategies, and production-ready architectures for running AI workloads efficiently on local infrastructure.
01 — What learners say
Real feedback from real learners.
“The Rust Fundamentals course was fantastic for formalizing my base Rust knowledge. It was well-paced for both beginner and experienced developers.”
“The course was incredibly informative and well-structured. I gained practical skills that immediately applied in my work, making it a highly valuable learning experience.”
“The course on AI Fundamentals is not only engaging but also practical. Having worked with AWS before, the way it explained Azure cncepts made switching seamless and easy to grasp.”
“I can say that it's a great series of courses for those who are looking to practical MLOps knowledge.”
“This course got clear videos, exercises, and questions, and there are extra resources too. When you're done, you'll have a solid foundation to dive into topics like DevOps or ML.”
02 — Why this course
What you'll walk away with.
Master the art of AI orchestration with local Large Language Models (LLMs). Learn hands-on deployment of Ollama, LlamaFile, and Rust-based AI systems. This comprehensive course covers GPU optimization, model quantization, caching strategies, and production-ready architectures for running AI workloads efficiently on local infrastructure.
Master local LLM deployment using Ollama, LlamaFile, and cutting-edge tools
Implement GPU optimization, model quantization, and efficient caching for AI workloads
Build production-ready AI systems with Rust, focusing on performance and reliability
Design scalable architectures for local AI model serving and orchestration
03 — Syllabus
4 weeks, 75 lessons total.
- Course intro
- Course overview
- Ai Orchestration overview
- Key terms
- Lab
- Quiz
- Llamafile getting started Gemma
- Llamafile simple
- Rust hello world project structure
- Key terms
- Lab
- Quiz
- Compiling RUST candle GPU
- Key terms
- Lab
- Quiz
- Reflection
- Aws spot Deploy ML
- Technical training approaches
- Key terms
- Lab
- Quiz
- Reflection
- Effective AI engineering learning
04 — For teams
Custom training for your company.
We're ready to deliver this and other courses to your team. We accommodate different requirements and are flexible with seat count.
- +Bulk pricing available
- +Customizable content
- +Ready to start on your schedule
05 — Individual access
Simple, straightforward pricing.
Full platform access — every current and future course — priced so cost isn't what decides whether you learn.
No commitment required. Cancel anytime.